Fold 1 - Understanding why coefficient -4543608 was selected
Tag: FEMININE DRESS
Selected Coefficient: -4543608
Taxonomy Path: -2.2.17.9
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -4543608 | 5.000000 | -2.2.17.9 | -9.17.2.2 (-(9*79^3 + 17*79^2 + 2*79 + 2)) | Yes | |
| -1073452 | 5.000160 | -0.0.14.2 | -2.14.0.0 (-(2*79^3 + 14*79^2)) | No | |
| 0 | 5.000160 | 0 | 0 (0) | No | |
| -1511363 | 6.000000 | -14.13.5.3 | -3.5.13.14 (-(3*79^3 + 5*79^2 + 13*79 + 14)) | No | |
| -25044 | 6.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 25044 | 6.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "FEMININE DRESS" tag (processing sequence 1365). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 1082 | Wild Heart Mini Slip | 25044 | Apparel & Accessories > Clothing > Dresses | none | 4568652 | FREE PEOPLE, MINI DRESSES | |
| 881 | Devi- Pink | 0 | COLORFUL DRESSES | 4543608 | FLORAL DRESSES, FLOWY DRESSES, MINI DRESSES, RIXO DRESSES | ||
| 1051 | Rosheen -Red | -25044 | BEST DRESS, COLORFUL DRESSES | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | RIXO DRESSES | |
| 922 | Firtah | -1073452 | ORANGE | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | MINI DRESSES | |
| 994 | Kristen -Navy | -1511363 | BEST DRESS, BOHEMIAN STYLE | 3032245 | FLOWY DRESSES, MAXI DRESSES, RIXO DRESSES | ||
| 924 | Fleur | -4543608 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | 0 | FLORAL DRESSES, FLOWY DRESSES, MAXI DRESSES, PRIMAVERA | ||
| 875 | Delfina | -4543608 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | 0 | PARTY DRESS, SLIP DRESS |